How long does the dealer pre-approval process usually take, and does it hurt my business credit score if I shop around at multiple lenders?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How long does the dealer pre-approval process usually take, and does it hurt my business credit score if I shop around at multiple lenders?
1 real search · 1 real-search pass
dealer financing preapproval process how long business auto loan hard credit inquiry multiple lenders business credit score rate shopping window commercial credit bureausGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
dealer financing preapproval process how long business auto loan hard credit inquiry multiple lenders business credit score rate shopping window commercial credit bureaus Google ↗
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
- How Long Is Auto Loan Preapproval Good For? · experian.com
- What are the different ways to buy or finance a car or vehicle? · consumerfinance.gov
Queries
1 queries · click a column to sort